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Install PaddleGAN

requirements

  • PaddlePaddle >= 2.0.0-rc
  • Python >= 3.6
  • CUDA >= 9.0

1. Install PaddlePaddle

pip install -U paddlepaddle-gpu==2.0.0rc0

Note: command above will install paddle with cuda10.2，if your installed cuda is different, you can choose an proper version to install from table below.

CUDA python3.8python3.7python3.6
10.1
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda10.1-cudnn7-mkl_gcc8.2%2Fpaddlepaddle_gpu-2.0.0rc0.post101-cp38-cp38-linux_x86_64.whl
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda10.1-cudnn7-mkl_gcc8.2%2Fpaddlepaddle_gpu-2.0.0rc0.post101-cp37-cp37m-linux_x86_64.whl
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda10.1-cudnn7-mkl_gcc8.2%2Fpaddlepaddle_gpu-2.0.0rc0.post101-cp36-cp36m-linux_x86_64.whl
10.0
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda10-cudnn7-mkl%2Fpaddlepaddle_gpu-2.0.0rc0.post100-cp38-cp38-linux_x86_64.whl
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda10-cudnn7-mkl%2Fpaddlepaddle_gpu-2.0.0rc0.post100-cp37-cp37m-linux_x86_64.whl
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda10-cudnn7-mkl%2Fpaddlepaddle_gpu-2.0.0rc0.post100-cp36-cp36m-linux_x86_64.whl
9.0
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda9-cudnn7-mkl%2Fpaddlepaddle_gpu-2.0.0rc0.post90-cp38-cp38-linux_x86_64.whl
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda9-cudnn7-mkl%2Fpaddlepaddle_gpu-2.0.0rc0.post90-cp37-cp37m-linux_x86_64.whl
install 
python -m pip install https://paddle-wheel.bj.bcebos.com/2.0.0-rc0-gpu-cuda9-cudnn7-mkl%2Fpaddlepaddle_gpu-2.0.0rc0.post90-cp36-cp36m-linux_x86_64.whl

Visit home page of paddlepaddle for support of other systems, such as Windows10.

2. Install paddleGAN

2.1 Install through pip

# only support Python3
python3 -m pip install --upgrade ppgan

Download the examples and configuration files via cloning the source code:

git clone https://github.com/PaddlePaddle/PaddleGAN
cd PaddleGAN

2.2 Install through source code

git clone https://github.com/PaddlePaddle/PaddleGAN
cd PaddleGAN
pip install -v -e .  # or "python setup.py develop"

4. Installation of other tools that may be used

4.1 ffmpeg

If you need to use ppgan to handle video-related tasks, you need to install ffmpeg. It is recommended that you use conda to install:

conda install x264=='1!152.20180717' ffmpeg=4.0.2 -c conda-forge

4.2 Visual DL

If you want to use PaddlePaddle VisualDL to monitor the training process, Please install VisualDL(For more detail refer here):

python -m pip install visualdl -i https://mirror.baidu.com/pypi/simple